Retrieval Augmented Generation with GPT and Milvus
In this session you'll learn how to get started with Milvus and perform Q&A on some documents using GPT and the RAG technique.
Oct 2023
Large language models (LLMs) like GPT are the must-have technology of the year. Unfortunately, LLMs can't accurately answer questions about your business because they lack enough domain knowledge. The solution is to combine the LLM with a vector database like Milvus—a technique known as retrieval augmented generation (RAG).
In this session you'll learn how to get started with Milvus and perform Q&A on some documents using GPT and the RAG technique.
Key Takeaways:
Learn how to store text in the Milvus vector database.
Learn how to use retrieval augmented generation to combine Milvus and GPT.
Learn how to ask securely questions about business documents
Notes:
Please have Python Version 3.9, 3.10 or 3.11 installed
Download and install Visual Studio Code on your local machine. Get started here.